BP神经网络在农业工程中的研究与应用
Research and Application of BP Neural Network in Agricultural Engineering
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摘要: 该文概述了BP神经网络在农机总动力预测、农业专家系统信息决策、虫情测报、农作物水分和养分胁迫、土壤墒情、变量施肥、分类鉴别和图像处理等领域的应用情况,总结了人工神经网络模型的优点,指出其在精准农业和智能农业中的重要理论技术支撑作用。Abstract: Application of BP neural network in prediction of total power in agriculture machinery,information decisionmaking by agricultural experts system,pest forecast,crops to water stress and nutrient stress,soil moisture condition,variable rate fertilization,identification and image processing were overviewed.Characteristics of artificial neural network model were summed.Supporting role for important theory and technology in precision agriculture and intelligent agriculture were pointed.
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